Tuesday, December 5, 2023

Checklist for Healthcare Providers Who Are Looking To Adopt/Incorporate Artificial Intelligence Into Healthcare System

 


Photo: Forbes


Artificial Intelligence has been a topic of conversation across all sectors.  Especially when looking for predictions about the future of the workforce.  What role will Artificial Intelligence (AI) play in the workforce?  What role does AI play now?  Answers to these questions vary as AI is developed daily for technology applications.


Recently, a brief from Politico Future Pulse listed a 'checklist' that Healthcare providers should consider when transitioning to AI.  Below are the 6 points listed on the checklist:


1. A use case, including how a proposed system is expected to help patients and improve health system efficiency or treatment equity


2. A clear specification of the task the system performs to achieve those goals


3. Benchmarks to evaluate the system’s success or failure


4. An understanding of how the system performs for different groups of people


5. A grasp of a system’s limits and when it shouldn’t be used


6. A protocol for monitoring systems to ensure it’s working under real-world conditions


While considering the 6 above items, consider how AI might change the atmosphere in your own workplace.

More on AI coming. 

Thursday, November 16, 2023

Former President Donald Trump Is The Greatest Threat To Democracy (and National Security).

 


Photo: Republican National Lawyers Association


Anyone who listened to the former President's speech last weekend on Veteran's Day will recognize the language used as copied from dictators Adolf Hitler and Joseph Stalin.  Which is dangerous.  Now, the 2024 Presidential Candidate has been leaking through various news outlets what the next Trump Administration looks like.  And that my friends is extremely dangerous.  Read/watch on.


The following video by MSNBC highlights recent statements from Mike Davis.  Mike Davis is a dangerous man.  Working as Senator Grassely's office along with other high places in Washington, he presents a great threat.  The Trump Administration might install Mike Davis as an Attorney General.  In the following video, the threats to our democracy are spelled out in Mike Davis's own words:



Wow!  That is all I have to say.  I will process this news over the next few days.

Thursday, October 12, 2023

The Era of Saying 'No' to Multi-Family Housing Development in California is Ending!

 


Photo: Mountain Jackpot


Living in the North Valley of Los Angeles, I hear a lot of "Not In My Back Yard" (NIMBY) toward the development of multi-family housing (i.e., apartments including high-rises). Across the State of California, as legislature passes that is supposed to unleash a new wave of affordable housing development, the actual construction has yet to ensue. Why?  

As one can imagine, the opposition is small but strong. The opposing constituents are surgical in their approach to antagonism toward multi-family housing development. Out of this dismal opposition, good news finally arises for advocates of multi-family housing (i.e., affordable housing). Below is an update from Politico California Playbook's morning briefing on the matter:


A YEAR FOR YIMBYS — Pro-housing activists had a blockbuster year in the Legislature, notching some of their biggest wins since the YIMBY (Yes in My Backyard) movement got its start in the Bay Area more than a decade ago. Newsom cemented those victories Wednesday by signing dozens of housing measures into law. The most significant, Senate Bill 423 by Scott Wiener, expands state rules that streamline housing construction in cities that haven’t met their state-assigned housing goals. It also does away with an exemption for parts of the coastal zone. That could lead to urban areas of the coast looking more like Miami and Fort Lauderdale where high rises proliferate near the sea. Other major victories for housing groups: Senate Bill 4, also by Wiener, which allows religious groups to more easily build affordable housing on their land; Assembly Bill 1633 by Phil Ting, which limits the ability to challenge projects under the California Environmental Quality Act, or CEQA; and Assembly Bills 976 and 1033, also by Ting, which make it easier to sell or rent backyard cottages. Wiener took a victory lap on Wednesday night. “The era of saying no to housing is coming to an end,” he said.


Eventually, housing will be developed in urban neighborhoods that were only once home to single-family homes. Why? Simply space. There is no affordable housing, and shortages will eventually drive the development of those who seek it.   Families that work in various cities need to get to work. The only significant opposition I see is if transit development outpaces the construction of apartments. Both are needed. However, if California's major cities can be better connected with transit (buses and trains), the opposition could theoretically use this argument to stave off multi-family housing development. I do not see that happening. Both are sorely needed to accommodate the growing population of California.

Thursday, October 5, 2023

Former President Trump Over Estimates Property Value And Insults Judges - Makes Fun Of Legal System

 


Photo: Entrepreneur


What is the value of a home?  An 'appraisal' is done by a certified person who understands the valuation process to get that value.  That process might be somewhat controversial to some, but ultimately, the values land in a reasonable range (deals).  The story is entirely different if the question's worth belongs to former President Trump.


The former President Trump is on trial in New York along with his two sons.  Charges stem from years of over-valuation (highly inflated) property values.  Late last month, Judge Engoron ordered that all Trump assets operating under a New York State business license be effectively canceled.  It is not allowed to be used in the state of New York.  This is terrible news.  More on that in a later post.


Ultimately, the Trumps are being legally disassembled for bank fraud that has persisted for years.  Former President Trump has claimed ignorance at certain times when deposed by lawyers on valuations.  Although, the prosecution has shown that nothing would be issued with the eyes of 'DJT' (Donald J. Trump).  This is explained in the video below by MeidasTouch:



What baffles me is how many people in the city of New York knew of former President Trump's fraudulent practices and remained silent throughout his 2016 bid for the White House Office?


Former President Trump has practiced the art of 'NDA' - Non-Disclosure Agreement for decades.  That is until the White House.  Ultimately, the time in office brings the entire Trump Organization down to the ground.  Stay tuned.

Thursday, August 24, 2023

How Do Residents of Maui Recover From The Recent Fires?

 


Photo: BBC


When the town of a community looks like a war-torn, burned-down city, how do residents recover?


That is the question for those who call home to Lahaina on Maui.  The recent fires have devastated the entire community.  For over 75% of residents, that means looking for jobs that are different from those they held in the past:


Earlier that day, a fire had been spotted and put out in her vibrant Lahaina neighborhood. But by late afternoon, Di Bari was hearing of more fires elsewhere on the island. The island’s resources, she knew, were stretched thin.


“When I saw that fire reignite … we knew we were on our own,” she said.


In Lahaina, a historic area and popular tourist destination that was hit particularly hard by the fires, restaurants are big business.


As of May 2022, nearly 17% of people employed in the Kahului metropolitan area, which includes Lahaina, worked in food preparation and service — more than in any other sector. Nationally, about 8.5% of workers are employed in food prep and service, according to data from the Bureau of Labor Statistics.


Restaurants are an important part of the tourism sector, which is responsible for 75% of all private-sector jobs in Maui. Accommodation and food services, including arts and entertainment, account for the largest share of those jobs.


What would you do in that terrible situation?  To make matters worse, new money from outside developers/investors threatens to buy all real estate.  That would threaten the entire history of Lahaina and greater Maui.  The past may be forgotten while the demographics change.  Is Lahaina experiencing gentrification due to climate change effects?  


If the tourism industry is gone (i.e., hotels and restaurants have burned to the ground), where will these prior workers find work?  How does a town survive such a disaster?  Especially with the reality that the residents live on an island?  Where is the next job coming from?


Stay tuned!


 

Friday, August 11, 2023

How Is Artificial Intelligence Being Used In Politics - An Introduction

 h

Photo:


By no means am I an authority on Artificial Intelligence (AI).  Although, as I usually do often, pass on information or conversation that I find particularly fascinating about topics such as AI. The brief conversation below was posted on the Politico Digital newsletter and is worth reading below:


The future of artificial intelligence in politics is already here. You just haven’t noticed it.


That’s according to digital strategist Eric Wilson, managing partner at Startup Caucus, an incubator for Republican campaign tech.


Wilson, who served as digital director for Marco Rubio’s 2016 campaign, has been using AI tools one way or another for years, starting with machine learning algorithms for social media and email spam filters, and is now watching the current wave of generative AI shape up as a potential disruptive force in this election cycle.


Currently a senior vice president for strategy at the public-affairs firm Bullpen Strategy Group, Wilson says the handful of AI-enhanced ads that have run in the opening stages of the 2024 race are just the tip of the iceberg. There’s already a lot of AI being deployed beneath the surface of politics, in less dramatic ways.


But political operatives like Wilson also face a hurdle: Many of the most popular and powerful new generative AI models, such as OpenAI’s ChatGPT and Meta’s Llama, often draw a line at political content.


Though AI companies’ policies are still evolving, and the internal workings of their models are opaque, their applications regularly decline to engage with requests that seem overtly political. Asked Tuesday morning to generate a case for voting for Donald Trump over Joe Biden, the Llama-2-70b model responded, “[I]t goes against my programming rules to promote harmful, unethical, racist, sexist, toxic, dangerous, or illegal content.” Asked to write a fundraising email for Biden, it refused to “assist with drafting fundraising emails or any other form of political campaigning.”


In an interview, Wilson vented his frustration with the limits imposed by AI platforms on campaign applications — and also argued that Microsoft’s late-July decision to ban political ads from its in-house advertising platform bodes poorly for campaigns’ ability to access large tech firms’ offerings in general.


Wilson would like to see tech platforms loosen their restrictive approach to political use, at least when it comes to properly registered campaigns and committees. This interview was edited for length and clarity.


We’ve seen a lot of warnings about AI’s potential effect on politics. You’re not worried about opening the floodgates?


The moral panic around AI, especially in politics, is way overblown. The way it’s going to be integrated into this cycle is very mundane, which is like helping write press releases and social media copy, and just speeding up the process as we’re seeing it in any other industry.


The real applications are fundamentally boring and don’t live up to the panic around “Robots are going to take our democracy.”


How are you actually using it?


It’s definitely top of mind for me in all the projects that I’m working on. I use it personally to help with drafting blog posts, editing transcripts for my podcast, generating ideas for social media copy, and to generate the images I use for websites.


On a professional level, we’re investing in companies from Startup Caucus that have used AI for a while, but we’re also starting to look at what the possibilities are with large language models. We’re building products for clients that incorporate the latest in artificial intelligence to help them transcribe videos, and analyze videos. It’s a sea change.


What’s the biggest obstacle to injecting AI into the political process?


The biggest roadblock is corporate policies around politics. It’s always nerve-racking building software on dependencies that you might not be allowed to use in the future. Microsoft, for example, banned all political ads on their advertising network last week. You have OpenAI saying it can’t be used for these political use cases.


Are there alternatives to the big corporate platforms? Are people using open-source models?


Yeah, if you’re serious about building for the political space, you start with one of the open large language models, and then the important part is training it on your data sets.


How else are campaigns getting around these roadblocks?


You say, “Draft a marketing email about this topic” and then you go in and change it to have a fundraising call to action. Current AI models are set off by certain political terms or pitching candidates.


That sounds like a pain.


There are also purpose-built tools on the right and the left for writing emails on behalf of campaigns.


Democrats have invested in a company called Quiller that helps write fundraising emails and they’ve got a number of candidates doing that. There’s another platform called Localist that’s nonpartisan, that helps campaigns with copywriting.


Elon Musk has marketed his new xAI as a politically incorrect alternative to existing chatbots. Does it have the potential to become the preferred AI for Republican campaigns?


I haven’t followed it.


What is happening in the world of professional politics, talking about the actual campaigns and people supporting candidates, is more mundane. It’s the ways to make operations smarter, more effective, more efficient, and that doesn’t have to be partisan.


That’s part of the frustration with these tech companies shutting off legitimate political actors, campaigns that are registered with the FEC, the IRS, that should be able to use cutting-edge technology to reach voters and advance their message.


Is that the standard you think should apply to political use cases for AI? Permit political use by properly registered campaigns and committees?


That’s one place I would start. Addressing the challenges of political speech requires more nuance than an outright ban, which is the preferred policy approach of big tech right now.


What about deepfakes?


We haven’t had a single instance of a deepfake used by legitimate political actors, unless it’s been disclosed.


What about the concern that less scrupulous political actors will be able to use deepfakes to fool voters?


That risk exists in every industry, not just politics, and you just made a very compelling reason for why official candidates, campaigns and parties should be able to respond to the best of their abilities with all the tools that are available.


The way you stop the bad actors is not by punishing the good guys.



Wednesday, August 2, 2023

Special Prosecutor Jack Smith Unveils Yet Another Indictment - For Jan. 6th Insurrection

 


Photo: NY Times


As I speculated a few years ago to my colleague, "Historians will write the truth about the corruption surrounding President Trump..."  Last night, Special Counsel Jack Smith also discussed a written indictment about President Trump.  Concerning President Trump's giant conspiracy to overturn the 202 Presidential Election and put former Vice President Mike Pence's life in danger:



The truth will continue to be revealed as we enter 2024 and beyond - Stay Tuned.